Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Policy and Practice Reviews

Published on 14 Nov 2023

Empirical insights into industrial policy’s influence on phytoprotection innovation

in Sustainable and Intelligent Phytoprotection

Yangxun Zhang
Shaoqiang Li
Fengyun Wu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1295320

2,367 views

Original Research

Published on 14 Nov 2023

Hyperspectral estimation of chlorophyll content in jujube leaves: integration of derivative processing techniques and dimensionality reduction algorithms

in Sustainable and Intelligent Phytoprotection

Nigela Tuerxun
Jianghua Zheng
Renjun Wang
Lei Wang
Liang Liu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1260772

2,604 views
13 citations

Original Research

Published on 03 Nov 2023

Design and test of powerful air-assisted sprayer for high stalk crops

in Sustainable and Intelligent Phytoprotection

Youyi Miao
Xiao Chen
Yan Gong
Dejiang Liu
Jian Chen
Guo Wang
Xiao Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1266791

3,151 views
5 citations

Original Research

Published on 03 Nov 2023

Towards practical object detection for weed spraying in precision agriculture

in Sustainable and Intelligent Phytoprotection

Madeleine Darbyshire
Adrian Salazar-Gomez
Junfeng Gao
Elizabeth I. Sklar
Simon Parsons

Frontiers in Plant Science

doi 10.3389/fpls.2023.1183277

4,998 views
25 citations

Original Research

Published on 03 Nov 2023

Investigating Verticillium wilt occurrence in cotton and its risk management by the direct return of cotton plants infected with Verticillium dahliae to the field

in Sustainable and Intelligent Phytoprotection

Guangjie Zhang
Zhuo Meng
Hao Ge
Jiali Yuan
Song Qiang
Ping’an Jiang
Deying Ma

Frontiers in Plant Science

doi 10.3389/fpls.2023.1220921

4,000 views
7 citations

Review

Published on 01 Nov 2023

Convolutional neural network in rice disease recognition: accuracy, speed and lightweight

in Sustainable and Intelligent Phytoprotection

Hongwei Ning
Sheng Liu
Qifei Zhu
Teng Zhou

Frontiers in Plant Science

doi 10.3389/fpls.2023.1269371

8,075 views
11 citations

Original Research

Published on 27 Oct 2023

YOLO-SCL: a lightweight detection model for citrus psyllid based on spatial channel interaction

in Sustainable and Intelligent Phytoprotection

Shilei Lyu
Xu Zhou
Zhen Li
Xueya Liu
Yicong Chen
Weibin Zeng

Frontiers in Plant Science

doi 10.3389/fpls.2023.1276833

3,090 views
10 citations

Original Research

Published on 27 Oct 2023

MS-Net: a novel lightweight and precise model for plant disease identification

in Sustainable and Intelligent Phytoprotection

Siyu Quan
Jiajia Wang
Zhenhong Jia
Mengge Yang
Qiqi Xu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1276728

4,584 views
16 citations

Methods

Published on 26 Oct 2023

Total and component forest aboveground biomass inversion via LiDAR-derived features and machine learning algorithms

in Sustainable and Intelligent Phytoprotection

Jiamin Ma
Wangfei Zhang
Yongjie Ji
Jimao Huang
Guoran Huang
Lu Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1258521

3,647 views
15 citations

Original Research

Published on 24 Oct 2023

Study on the movement mechanism of rice stem under the action of canopy-opening device based on explicit dynamics simulation

in Sustainable and Intelligent Phytoprotection

Lin-long Jing
Xin-hua Wei
Qi Song
Fei Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1252247

2,866 views
3 citations

Original Research

Published on 23 Oct 2023

Xoo-YOLO: a detection method for wild rice bacterial blight in the field from the perspective of unmanned aerial vehicles

in Sustainable and Intelligent Phytoprotection

Pan Pan
Wenlong Guo
Xiaoming Zheng
Lin Hu
Guomin Zhou
Jianhua Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1256545

4,496 views
21 citations

Original Research

Published on 18 Oct 2023

Dynamic stratified porosity computation from canopy interaction simulation between airflow and leaves

in Sustainable and Intelligent Phytoprotection

Huiyuan Cui
Chengde Wang
Fadian Lu
Xuemei Liu
Jin Yuan

Frontiers in Plant Science

doi 10.3389/fpls.2023.1238360

3,234 views
3 citations

Original Research

Published on 16 Oct 2023

A ResNet50-DPA model for tomato leaf disease identification

in Sustainable and Intelligent Phytoprotection

Jin Liang
Wenping Jiang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1258658

6,434 views
26 citations

Original Research

Published on 16 Oct 2023

Classification models for Tobacco Mosaic Virus and Potato Virus Y using hyperspectral and machine learning techniques

in Sustainable and Intelligent Phytoprotection

Haitao Chen
Yujing Han
Yongchang Liu
Dongyang Liu
Lianqiang Jiang
Kun Huang
Hongtao Wang
Leifeng Guo
Xinwei Wang
Jie Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1211617

4,960 views
19 citations

Original Research

Published on 13 Oct 2023

An iterative noisy annotation correction model for robust plant disease detection

in Sustainable and Intelligent Phytoprotection

Jiuqing Dong
Alvaro Fuentes
Sook Yoon
Hyongsuk Kim
Dong Sun Park

Frontiers in Plant Science

doi 10.3389/fpls.2023.1238722

2,597 views
5 citations

Original Research

Published on 10 Oct 2023

Remote fruit fly detection using computer vision and machine learning-based electronic trap

in Sustainable and Intelligent Phytoprotection

Miguel Molina-Rotger
Alejandro Morán
Miguel Angel Miranda
Bartomeu Alorda-Ladaria

Frontiers in Plant Science

doi 10.3389/fpls.2023.1241576

7,786 views
17 citations

Original Research

Published on 09 Oct 2023

Tomato disease object detection method combining prior knowledge attention mechanism and multiscale features

in Sustainable and Intelligent Phytoprotection

Jun Liu
Xuewei Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1255119

3,196 views
12 citations

Original Research

Published on 06 Oct 2023

Ecological stoichiometry and homeostasis characteristics of plant-litter-soil system with vegetation restoration of the karst desertification control

in Sustainable and Intelligent Phytoprotection

Tinghui Hu
Kangning Xiong
Yanghua Yu
Jun Wang
Yawei Wu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1224691

3,758 views
7 citations

Original Research

Published on 06 Oct 2023

Study on atomization mechanisms and spray fragmentation characteristics of water and emulsion butachlor

in Sustainable and Intelligent Phytoprotection

Wanting Yang
Wei Zhong
Weidong Jia
Mingxiong Ou
Xiang Dong
Tie Zhang
Suming Ding
Li Jiang
Xiaowen Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1265013

3,182 views
3 citations

Original Research

Published on 04 Oct 2023

Mating and post-copulation behavior in the tea leafhopper, Empoasca onukii (Hemiptera: Cicadellidae)

in Sustainable and Intelligent Phytoprotection

Yao Shan
Xiao-Sen Zhou
Xiao-Ming Cai
Zong-Xiu Luo
Zhao-Qun Li
Chun-Li Xiu
Zong-Mao Chen
Lei Bian

Frontiers in Plant Science

doi 10.3389/fpls.2023.1273718

3,198 views
5 citations

Original Research

Published on 04 Oct 2023

A fast Fourier convolutional deep neural network for accurate and explainable discrimination of wheat yellow rust and nitrogen deficiency from Sentinel-2 time series data

in Sustainable and Intelligent Phytoprotection

Yue Shi
Liangxiu Han
Pablo González-Moreno
Darren Dancey
Wenjiang Huang
Zhiqiang Zhang
Yuanyuan Liu
Mengning Huang
Hong Miao
Min Dai

Frontiers in Plant Science

doi 10.3389/fpls.2023.1250844

4,471 views
8 citations

Original Research

Published on 02 Oct 2023

A New Deep Learning-based Dynamic Paradigm Towards Open-World Plant Disease Detection

in Sustainable and Intelligent Phytoprotection

Jiuqing Dong
Alvaro Fuentes
Sook Yoon
Hyongsuk Kim
Yongchae Jeong
Dong Sun Park

Frontiers in Plant Science

doi 10.3389/fpls.2023.1243822

4,681 views
11 citations

Original Research

Published on 28 Sep 2023

YOLOv8-Peas: a lightweight drought tolerance method for peas based on seed germination vigor

in Sustainable and Intelligent Phytoprotection

Haoyu Jiang
Fei Hu
Xiuqing Fu
Cairong Chen
Chen Wang
Luxu Tian
Yuran Shi

Frontiers in Plant Science

doi 10.3389/fpls.2023.1257947

7,088 views
32 citations

Original Research

Published on 28 Sep 2023

Automatic pest identification system in the greenhouse based on deep learning and machine vision

in Sustainable and Intelligent Phytoprotection

Xiaolei Zhang
Junyi Bu
Xixiang Zhou
Xiaochan Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1255719

10,771 views
24 citations

873 articles

articles

Empirical insights into industrial policy’s influence on phytoprotection innovation

Hyperspectral estimation of chlorophyll content in jujube leaves: integration of derivative processing techniques and dimensionality reduction algorithms

Design and test of powerful air-assisted sprayer for high stalk crops

Towards practical object detection for weed spraying in precision agriculture

Investigating Verticillium wilt occurrence in cotton and its risk management by the direct return of cotton plants infected with Verticillium dahliae to the field

Convolutional neural network in rice disease recognition: accuracy, speed and lightweight

YOLO-SCL: a lightweight detection model for citrus psyllid based on spatial channel interaction

MS-Net: a novel lightweight and precise model for plant disease identification

Total and component forest aboveground biomass inversion via LiDAR-derived features and machine learning algorithms

Study on the movement mechanism of rice stem under the action of canopy-opening device based on explicit dynamics simulation

Xoo-YOLO: a detection method for wild rice bacterial blight in the field from the perspective of unmanned aerial vehicles

Dynamic stratified porosity computation from canopy interaction simulation between airflow and leaves

A ResNet50-DPA model for tomato leaf disease identification

Classification models for Tobacco Mosaic Virus and Potato Virus Y using hyperspectral and machine learning techniques

An iterative noisy annotation correction model for robust plant disease detection

Remote fruit fly detection using computer vision and machine learning-based electronic trap

Tomato disease object detection method combining prior knowledge attention mechanism and multiscale features

Ecological stoichiometry and homeostasis characteristics of plant-litter-soil system with vegetation restoration of the karst desertification control

Study on atomization mechanisms and spray fragmentation characteristics of water and emulsion butachlor

Mating and post-copulation behavior in the tea leafhopper, Empoasca onukii (Hemiptera: Cicadellidae)

A fast Fourier convolutional deep neural network for accurate and explainable discrimination of wheat yellow rust and nitrogen deficiency from Sentinel-2 time series data

A New Deep Learning-based Dynamic Paradigm Towards Open-World Plant Disease Detection

YOLOv8-Peas: a lightweight drought tolerance method for peas based on seed germination vigor

Automatic pest identification system in the greenhouse based on deep learning and machine vision